Raspberry Pi Qt + OpenCV

Hi, I have created Qt applications that use OpenCV libraries in the past in windows. I am trying to find a way to execute similar applications on a Raspberry Pi so that I can process images coming in from a webcam (C270 which I already have streaming using MJPEG Streamer). Would it be possible to cross compile these applications on a PC then move them to Raspberry Pi ? Any help is greatly appreciated.